genai-outline.md

title	GenAI Outline
date	2025-09-23

[Start with poll question 3]

Motivating question: What are some clinical challenges in [mental health] or [depression] or [schizophrenia] or [your interest] that could be helped with a high-quality, evidence-informed [machine learning model] or [mobile app] or [chatbot]?

ChatGPT

• Try in ChatGPT
• Now try ChatGPT Deep Research
  • Note: system prompt
  • Put a pin in it and come back.
• Compare to Anthropic Claude

LM Studio

• Load model and set context window
• Show local LLM chatting.
• AI q: What tools can you use?
• Install playwright MCP (https://github.com/microsoft/playwright-mcp -> go to LM Studio button)
• Take a photo of a website

Positron + Cline

Take a look at Positron

Cline AI-coding / writing

• Use a free model, your Claude Code subscription, or an OpenAI/Anthropic/Gemini key.

• Cline for document editing

  • Download Deep research doc and put into project folder
  • Check the references
  • Propose possible improvements

• Translate one of the Quarto notebooks from R to python (using scikit-learn)

• Context windows and compaction

• Cline MCP: Cline -> MCP Servers -> Marketplace -> Search

  • Context7 (https://context7.com/)

• Pubmed search (use context7)

• Develop a feature list for our technology idea based on the deep research document

• Build a chat UI (e.g. chainlit?)

• Qwen3-Next local coding (https://cline.bot/blog/local-models)

Clinical note querying

• Open huggingface dataset:
  • https://huggingface.co/datasets/AGBonnet/augmented-clinical-notes

• Cline prompt: "create a new Quarto notebook to open this huggingface dataset and query it using litellm"
• Setup LiteLLM using OpenAI, Anthropic API, or Ollama
• Summarize note from dataset
• Classify note into yes/no label
• convert to probability estimate
• add structured output
• add a system prompt
• Challenge: integrate DSPy

Audio

• Audio poll
• Sesame demo

Rork

• Start a mobile app based on ChatGPT and Anthropic responses and come back to it

Power tools

If you're interested in exploring more agentic AI tools, here are a few more to try out:

• Claude Code - most popular AI coding (etc) agent
• OpenHands - high-quality open source AI coding agent
• WisprFlow - AI-based voice dictation (why type?)
• Warp - top terminal-based AI agent
• BMAD Method - framework for planning & building anything
• Midjourney - top AI image and video generator
• OpenWebUI - self-hosted LLM interface

Conclusion

• GitHub CLI + create an issue
• Consultation
• Qs, networking break-out rooms